Opportunity identification

The third step of an audit: documented processes are assessed for what AI can do reliably against them and, as importantly, what it cannot. Each candidate is weighed on how often it repeats, what the manual version costs in effort, whether the data it needs exists in a usable state and what regulatory exposure attaches to it. What comes out is a prioritised roadmap, each opportunity carrying the reason it sits where it sits.